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Can AI be used to address differences among products within the same category?

Nathan Rivera
April 15, 2024 at 8:52 am
I work in the furniture industry with thousands of products and continuous new product listings.   Consumers often inquire about variations in materials and sizes between similar pieces of furniture, placing a significant burden on my support team. Generating comparison pages for every query we receive is unfeasible due to the volume of requests.   Given the potential of AI to suggest comparable items, could it also be leveraged to pinpoint disparities among products and present these distinctions to consumers? Such a system can alleviate my workload significantly and potentially reduce bounce rates as well.
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Getting started

Discreet Life
January 21, 2026 at 4:52 am
im trying to figure out how to connect my store Discreet Life to shopify to get this app going. Thanks!
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Search Facility When Exchanging A Product

Mark Logan
July 9, 2026 at 3:44 pm
When exchanging a product, you have to pick from a list of products, sorted by the most recently created products. There's no search facility. This is particularly problematic when you have an old sku that comes in every season and it is buried deep in the list
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Accurate tracking

Sara Sellar
September 4, 2025 at 7:59 pm
My package is currently reading that it is out for delivery in my area, but is still showing to be located in a totally different country so the tracking needs to be updated and fixed because this has been an ongoing issue that I've contacted them about for support and it's still reading the same way
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Warranty Flow Improvement - Label & No Label notification

Jason Ma
February 3, 2025 at 7:26 pm
When a warranty is approved, you can choose to include an label. In the “Warranty claim approved” email, there is no ability to account for this decision. We would need to add an ability to have wording around a label being included as well as a label not being included. Below is an example email we have now.   Two ways this could be addressed: 1. Split this notification into 2 notifications: “Warranty claim approved - with label” and “Warranty claim approved - no label”. 2. Add Flows to Warranties with Split functionality for generated labels.
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dutch login portal

bianca opdebeeck
July 7, 2026 at 8:06 pm
The website is in dutch but then after login, the portal is in english.
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Drag and drop package order

B F
April 11, 2026 at 1:05 am
On the tracking dashboard customers/users need to be able to click to grab, then drag and drop the order we desire our packages to be in.
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Ability to add delivery instructions from the track page

Ellie Nguyen
October 27, 2023 at 4:59 am
For the tracking page I am currently using, it would be great to have the Delivery Instructions feature, so that my customers can provide specific instructions to carriers, and ensure successful deliveries.   This feature will also be valuable for drivers who can have all the necessary information at their fingertips, even for dispatchers who can manage delivery more effectively with all that info.   A seamless last-mile delivery experience can create a sense of reliability and convenience that fosters long-term customer relationships and encourages repeat purchases for my brand.
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Carry over discounts for exchange on same items

Amy McDonnell
January 23, 2025 at 4:33 am
It would be great if we could allow the discount to carry over to the new order if a customer is just exchanging a size, at the moment our customer is choosing to refund rather then exchange sizing because they have to pay the difference between the original discounted price and the price. 
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Exception Orders

Crystal Johnson
February 4, 2026 at 4:39 pm
GM is there a way to close an exception order rather than a total delete?
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